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Heterogeneous Parallel Computing Across Multidomain Clusters

机译:多源集群的异构并行计算

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摘要

We propose lightweight middleware solutions that facilitate and simplify the execution of MPI programs across multidomain clusters. The system described in this paper leverages H2O, a distributed meta-computing framework, to route MPI message passing across heterogeneous aggregates located in different administrative or network domains. MPI programs instantiate a specially written H2O pluglet; messages that are destined for remote sites are intercepted and transparently forwarded to their final destinations. The software was written and tested in a simulated environment, with a focus on clusters behind firewalls. Qualitatively it was demonstrated that the proposed technique is indeed effective in enabling communication across firewalls by MPI programs. In addition, tests showed only a small drop in performance, acceptable considering the substantial added functionality of sharing new resources across different administrative domains.
机译:我们提出了轻量级的中间件解决方案,可促进和简化跨多源集群的MPI程序的执行。 本文中描述的系统利用H2O,分布式元计算框架,将MPI消息路由到位于不同的管理或网络域中的异构聚合。 MPI程序实例化了专门写入的H2O插件; 注定远程站点的消息被拦截并透明地转发到其最终目的地。 该软件在模拟环境中写入和测试,重点是防火墙后面的集群。 标准说明,所提出的技术确实有效地通过MPI程序能够通过防火墙进行通信。 此外,考虑到在不同行政域中共享新资源的实质性额外功能,测试仅显示了较小的性能。

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